【麻省理工学院】人工智能课程安排

Abstract: MIT AI本课课程介绍
Keywords:

人工智能课程安排

本文介绍麻省理工EECS学院,AI专业的本科课程安排,相比于斯坦福,MIT给出的更直接,所以直接原文搬过来,稍微解释下大家就清楚了。

计算机科学工程学士学位 Bachelor of Science in Computer Science and Engineering

Departmental Program

忽略公共课程,直接来专业的,公共课程什么哲学或者艺术的,不在我们参考范围内。

Departmental Requirements (必须要学的) Units
6.0001Introduction to Computer Science Programming in Python6
6.042[J]Mathematics for Computer Science12
6.UATOral Communication (CI-M) 19
Select one of the following (选一个):12
Introduction to EECS via Robotics
Introduction to EECS via Communications Networks
Introduction to EECS via Medical Technology
Computer Science Requirements(CS必须的)
6.004Computation Structures12
6.006Introduction to Algorithms12
6.009Fundamentals of Programming12
6.031Elements of Software Construction15
6.033Computer System Engineering (CI-M)12
6.034Artificial Intelligence12
or 6.036 Introduction to Machine Learning
6.045[J]Automata, Computability, and Complexity12
or 6.046[J] Design and Analysis of Algorithms

Advanced Undergraduate Subjects

下面这些应该不是全部需要学习的,应该是根据自己的需要来选择,根据研究方向,选择你需要的课程

6.023[J]Fields, Forces and Flows in Biological Systems12
6.025[J]Medical Device Design (CI-M)12
6.035Computer Language Engineering12
6.047Computational Biology: Genomes, Networks, Evolution12
6.061Introduction to Electric Power Systems12
6.101Introductory Analog Electronics Laboratory (CI-M)12
6.111Introductory Digital Systems Laboratory12
6.115Microcomputer Project Laboratory (CI-M)12
6.131Power Electronics Laboratory (CI-M)12
6.172Performance Engineering of Software Systems18
6.175Constructive Computer Architecture12
6.301Solid-State Circuits12
6.302Feedback System Design12
6.602Fundamentals of Photonics12
6.701Introduction to Nanoelectronics12
6.717[J]Design and Fabrication of Microelectromechanical Systems12
6.801Machine Vision12
6.802[J]Foundations of Computational and Systems Biology12
6.803The Human Intelligence Enterprise12
6.804[J]Computational Cognitive Science12
6.806Advanced Natural Language Processing12
6.813User Interface Design and Implementation12
6.814Database Systems12
6.815Digital and Computational Photography12
6.816Multicore Programming12
6.819Advances in Computer Vision12
6.837Computer Graphics12
6.905Large-scale Symbolic Systems12

Independent Inquiry Subjects

6.035Computer Language Engineering12
6.047Computational Biology: Genomes, Networks, Evolution12
6.100Electrical Engineering and Computer Science Project12
6.111Introductory Digital Systems Laboratory12
6.1151Microcomputer Project Laboratory - Independent Inquiry (CI-M)15
6.129[J]Biological Circuit Engineering Laboratory (CI-M)12
6.1311Power Electronics Laboratory - Independent Inquiry (CI-M)15
6.141[J]Robotics: Science and Systems (CI-M)12
6.161Modern Optics Project Laboratory (CI-M)12
6.163Strobe Project Laboratory (CI-M)12
6.170Software Studio12
6.172Performance Engineering of Software Systems18
6.182Psychoacoustics Project Laboratory (CI-M)12
6.805[J]Foundations of Information Policy (CI-M)12
6.806Advanced Natural Language Processing12
6.811[J]Principles and Practice of Assistive Technology12
6.819Advances in Computer Vision12
6.905Large-scale Symbolic Systems12

MIT很讲究的一点是把你的打怪升级图贴出来了

1-1

以及一张表

1-2

总结

本文只列出了MIT本科CS专业(包含AI的部分的相关课程,供自学人员参考)
参考http://catalog.mit.edu/degree-charts/computer-science-engineering-course-6-3/

原文地址1:https://www.face2ai.com/other-mit-undergraduate-programs-course-6-3转载请标明出处

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